Stochastic heat equation with infinite dimensional fractional noise: L_{2}-theory
Author(s) -
Raluca M. Balan
Publication year - 2009
Publication title -
communications on stochastic analysis
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.224
H-Index - 10
eISSN - 2688-6669
pISSN - 0973-9599
DOI - 10.31390/cosa.3.1.04
Subject(s) - mathematics , sequence (biology) , uniqueness , heat equation , brownian motion , fractional brownian motion , malliavin calculus , stochastic calculus , type (biology) , mathematical analysis , geometric brownian motion , stochastic differential equation , diffusion process , stochastic partial differential equation , partial differential equation , computer science , ecology , knowledge management , statistics , genetics , innovation diffusion , biology
In this article we consider the stochastic heat equation in [0, T ]× Rd, driven by a sequence (β)k of i.i.d. fractional Brownian motions of index H > 1/2 and random multiplication functions (g)k. The stochastic integrals are of Hitsuda-Skorohod type and the solution is interpreted in the weak sense. Using Malliavin calculus techniques, we prove the existence and uniqueness of the solution in a certain space of random processes. Our result is similar to the one obtained in [18] for the stochastic heat equation driven by a sequence (w)k of i.i.d. Brownian motions, in which case the stochastic integrals are interpreted in the Ito sense.
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